{"id":"W3001018322","doi":"10.1177/1352458519898108","title":"Recovery of cognitive function after relapse in multiple sclerosis","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Mallinckrodt Pharmaceuticals","keywords":"Multiple sclerosis; Cognition; Expanded Disability Status Scale; Psychology; Verbal memory; Medicine; Paced Auditory Serial Addition Test; Audiology; Cognitive impairment; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006359309,0.0002611801,0.0005722855,0.0006213321,0.0003451683,0.000361639,0.0002985539,0.0003119218,0.0008280842],"category_scores_gemma":[0.001652737,0.00007325281,0.0003027317,0.0003134189,0.0002674754,0.0002003712,0.0002512455,0.0004082077,0.0002224348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696952,"about_ca_system_score_gemma":0.0002298352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099689,"about_ca_topic_score_gemma":0.002048562,"domain_scores_codex":[0.9997563,0.00005224904,0.00002185446,0.00003024981,0.00007169096,0.00006765798],"domain_scores_gemma":[0.9991886,0.0001270605,0.0003407261,0.00004757703,0.0001351256,0.0001608855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003956493,0.0005619903,0.9458424,0.0001048439,0.0001909852,0.001608157,0.0004850424,0.0001901343,0.005505449,0.00002025502,0.0003881636,0.04114611],"study_design_scores_gemma":[0.00002345453,0.001369499,0.9960836,0.00001141757,0.00005564634,0.001332473,0.0001204085,0.0001490335,0.0006594958,0.00002842123,0.0001613808,0.000005187519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992691,0.0004022367,0.00002757001,0.0000222148,0.000002786302,0.000006552612,0.00003953186,0.000007818822,0.0002223342],"genre_scores_gemma":[0.9996952,0.0000977232,0.00002821173,0.00001652004,0.000006605107,0.000004322038,0.00008014701,0.00000111631,0.00007029039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002099689,"threshold_uncertainty_score":0.004174948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138720511011309,"score_gpt":0.2850871877057934,"score_spread":0.1463666766944844,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}